DC Field | Value | Language |
---|---|---|
dc.contributor.author | Choi, Min Gyu | ko |
dc.contributor.author | Kim, Jae Myoung | ko |
dc.contributor.author | JI, MINSU | ko |
dc.contributor.author | Lee, Haeil | ko |
dc.contributor.author | Yu, Seongkwon | ko |
dc.contributor.author | Bae, Hyeon-Min | ko |
dc.date.accessioned | 2018-12-20T02:14:31Z | - |
dc.date.available | 2018-12-20T02:14:31Z | - |
dc.date.created | 2018-11-30 | - |
dc.date.created | 2018-11-30 | - |
dc.date.created | 2018-11-30 | - |
dc.date.issued | 2018-05-24 | - |
dc.identifier.citation | 2018 Conference on Unconventional Optical Imaging | - |
dc.identifier.uri | http://hdl.handle.net/10203/247486 | - |
dc.description.abstract | Because the inverse problem in diffuse optical tomography (DOT) is highly ill-posed in general, appropriate regularization based on prior knowledge of the target is necessary for the reconstruction of the image. The total variation L1 norm regularization method (TV-L1) that preserves the boundaries of a target is known to have excellent result in image reconstruction. However, large computational cost of the TV-L1 prevents its use in portable applications. In this study, we propose a dimension reduction method in DOT for fast and hardware-efficient image reconstruction. The proposed method is based on the fact that the optical flux from a light source in a highly scattering medium is localized spatially. As such, the dimension of a sensitivity matrix used in the forward model of the DOT can be reduced by eliminating uncorrelated subspaces. The simulation results indicate up to 96.1% reduction in dimensions and up to 79.3% reduction in runtime while suppressing the reconstruction error below 2.26%. | - |
dc.language | English | - |
dc.publisher | SPIE | - |
dc.title | A dimension reduction method for fast diffuse optical tomography | - |
dc.type | Conference | - |
dc.identifier.wosid | 000452670400023 | - |
dc.identifier.scopusid | 2-s2.0-85052485389 | - |
dc.type.rims | CONF | - |
dc.citation.publicationname | 2018 Conference on Unconventional Optical Imaging | - |
dc.identifier.conferencecountry | FR | - |
dc.identifier.conferencelocation | Strasbourg Convention & Exhibition Centre | - |
dc.identifier.doi | 10.1117/12.2305691 | - |
dc.contributor.localauthor | Bae, Hyeon-Min | - |
dc.contributor.nonIdAuthor | Lee, Haeil | - |
dc.contributor.nonIdAuthor | Yu, Seongkwon | - |
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